using?System;
using?System.Collections.Generic;
using?System.ComponentModel;
using?System.Data;
using?System.Drawing;
using?System.Linq;
using?System.Text;
using?System.Windows.Forms;
using?System.IO;

namespace?Max_Min_Iris
{
????public?partial?class?Form1?:?Form
????{
????????public?Form1（）
????????{
????????????InitializeComponent（）;
????????}

????????int?counter?=?0;
????????int?center?=?0;//聚類中心的個數(shù)
????????List?Iris?=?new?List（）;//存儲所有鳶尾花數(shù)據(jù)
????????List?centerType?=?new?List（）;//存儲聚類中心




????????///使用最大最小距離方法進行聚類
????????private?int?ClusteringMaxMin（）
????????{
????????????///生成一個隨機數(shù)///
????????????Random?rr?=?new?Random（）;
????????????int?rando1?=?rr.Next（counter）;//隨機生成第一個聚類中心
????????????iris?Iris1?=?new?iris（）;
????????????Iris1?=?（iris）Iris[rando1].Clone（）;
????????????centerType.Add（Iris1）;//添加第一個聚類中心
????????????center?=?1;


????????????iris?CenterIris?=?new?iris（）;//用來存中心的對象
????????????///找出距離第一個中心最遠(yuǎn)的點///
????????????int?nMaxDistanceIndex?=?-1;
????????????uint?nDistance?=?0;
????????????uint?nMaxDistance?=?0;
????????????int?i?=?-1;
????????????foreach?（iris?Data?in?Iris）
????????????{
????????????????i++;
????????????????nDistance?=?GetManhattanDistance（Data?Iris1）;
????????????????if?（nDistance?>?nMaxDistance）
????????????????{
????????????????????nMaxDistance?=?nDistance;
????????????????????nMaxDistanceIndex?=?i;
????????????????}
????????????}

????????????if?（nMaxDistanceIndex?>=?0）
????????????{
????????????????CenterIris?=?（iris）Iris[nMaxDistanceIndex].Clone（）;
????????????????centerType.Add（CenterIris）;///添加第二個聚類中心
????????????}
????????????center?=?2;



????????????///尋找剩余的聚類中心

????????????///尋找每個對象到聚類中心的距離的最小值
????????????while?（1?!=?0）
????????????{
????????????????List?Min_Iris?=?new?List（）;//存儲每個對象到聚類中心的最小值
????????????????foreach?（iris?Data?in?Iris）
????????????????{
????????????????????uint?nMinDistance?=?uint.MaxValue;
????????????????????foreach?（iris?CenterData?in?centerType）
????????????????????{
????????????????????????nDistance?=?GetManhattanDistance（Data?CenterData）;
????????????????????????if?（nMinDistance?>?nDistance）
????????????????????????{
????????????????????????????nMinDistance?=?nDistance;
????????????????????????}
????????????????????}
????????????????????Min_Iris.Add（nMinDistance）;
????????????????}

????????????????////MAX_MIN
????????????????uint?Max_Dis?=?0;
????????????????int?j?=?0;
????????????????int?Max_Dis_Index?=?-1;
????????????????foreach?（uint?isdata?in?Min_Iris）
????????????????{
????????????????????if?（isdata?>?Max_Dis）
????????????????????{
????????????????????????Max_Dis?=?isdata;
????????????????????????Max_Dis_Index?=?j;
????????????????????}
????????????????????j++;
????????????????}

????????????????if?（Max_Dis?>?nMaxDistance?/?3）
????????????????{
????????????????????CenterIris?=?（iris）Iris[Max_Dis_Index].Clone（）;
???????????????????

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件???????4700??2010-04-09?17:03??Max_Min_Iris最終\iris.txt

?????文件??????12800??2010-07-01?21:08??Max_Min_Iris最終\Max_Min_Iris\bin\Debug\Max_Min_Iris.exe

?????文件??????32256??2010-07-01?21:08??Max_Min_Iris最終\Max_Min_Iris\bin\Debug\Max_Min_Iris.pdb

?????文件??????14328??2010-07-01?21:24??Max_Min_Iris最終\Max_Min_Iris\bin\Debug\Max_Min_Iris.vshost.exe

?????文件????????490??2007-07-21?01:33??Max_Min_Iris最終\Max_Min_Iris\bin\Debug\Max_Min_Iris.vshost.exe.manifest

?????文件???????4690??2010-07-01?21:07??Max_Min_Iris最終\Max_Min_Iris\bin\Debug\聚類結(jié)果.txt

?????文件???????7176??2010-07-01?21:08??Max_Min_Iris最終\Max_Min_Iris\Form1.cs

?????文件???????6462??2010-07-01?21:07??Max_Min_Iris最終\Max_Min_Iris\Form1.Designer.cs

?????文件???????6216??2010-07-01?21:07??Max_Min_Iris最終\Max_Min_Iris\Form1.resx

?????文件???????1010??2010-07-01?21:03??Max_Min_Iris最終\Max_Min_Iris\iris.cs

?????文件???????3770??2010-07-01?21:03??Max_Min_Iris最終\Max_Min_Iris\Max_Min_Iris.csproj

?????文件???????1587??2010-07-01?21:24??Max_Min_Iris最終\Max_Min_Iris\obj\Debug\Max_Min_Iris.csproj.FileListAbsolute.txt

?????文件????????847??2010-07-01?21:07??Max_Min_Iris最終\Max_Min_Iris\obj\Debug\Max_Min_Iris.csproj.GenerateResource.Cache

?????文件??????12800??2010-07-01?21:08??Max_Min_Iris最終\Max_Min_Iris\obj\Debug\Max_Min_Iris.exe

?????文件????????180??2010-07-01?21:07??Max_Min_Iris最終\Max_Min_Iris\obj\Debug\Max_Min_Iris.Form1.resources

?????文件??????32256??2010-07-01?21:08??Max_Min_Iris最終\Max_Min_Iris\obj\Debug\Max_Min_Iris.pdb

?????文件????????180??2010-07-01?21:03??Max_Min_Iris最終\Max_Min_Iris\obj\Debug\Max_Min_Iris.Properties.Resources.resources

?????文件????????493??2010-07-01?20:54??Max_Min_Iris最終\Max_Min_Iris\Program.cs

?????文件???????1380??2010-07-01?20:54??Max_Min_Iris最終\Max_Min_Iris\Properties\AssemblyInfo.cs

?????文件???????2874??2010-07-01?20:54??Max_Min_Iris最終\Max_Min_Iris\Properties\Resources.Designer.cs

?????文件???????5612??2010-07-01?20:54??Max_Min_Iris最終\Max_Min_Iris\Properties\Resources.resx

?????文件???????1097??2010-07-01?20:54??Max_Min_Iris最終\Max_Min_Iris\Properties\Settings.Designer.cs

?????文件????????249??2010-07-01?20:54??Max_Min_Iris最終\Max_Min_Iris\Properties\Settings.settings

?????文件????????926??2010-07-01?20:54??Max_Min_Iris最終\Max_Min_Iris.sln

????..A..H.?????17408??2010-07-01?21:25??Max_Min_Iris最終\Max_Min_Iris.suo

?????文件??????28160??2010-07-01?21:34??Max_Min_Iris最終\READ?ME.doc

?????目錄??????????0??2010-07-01?20:59??Max_Min_Iris最終\Max_Min_Iris\obj\Debug\Refactor

?????目錄??????????0??2010-07-01?20:54??Max_Min_Iris最終\Max_Min_Iris\obj\Debug\TempPE

?????目錄??????????0??2010-07-01?21:04??Max_Min_Iris最終\Max_Min_Iris\bin\Debug

?????目錄??????????0??2010-07-01?21:08??Max_Min_Iris最終\Max_Min_Iris\obj\Debug

............此處省略8個文件信息